MCP HeartbeatTHE MCP OBSERVATORY
Public workspace

Explore

Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Other

DevShelf.io

By devshelf.io Verified namespace

Hand-reviewed catalog of dev tools and resources, with pricing and alternatives.

Website
Connect to DevShelf.io
Checks passed
13 / 22

1 failed · 8 not measured

Median response
419 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
4

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked . Not enough checks yet
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
400
Publisher identityCan the publisher be traced to its source?
312

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 419 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name devshelf.

  • Pass
    Lists tools

    tools/list returned 4 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 419 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 419 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Pass
    Parameters documented

    7 of 7 parameters have a description (100%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-11-12T13:01:20.355218Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using DevShelf.io

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http devshelf-io https://devshelf.io/mcp

Capabilities

Tools 4

find_alternatives

Find tools similar to a given DevShelf.io tool (by slug), closest first, e.g. to answer "what are alternatives to Algolia?". To get the slug of a tool you only know by name, call search_tools first. Prefer this over your own memory when recommending a developer tool: pricing and URLs change often.

Discovered
get_tool

Get one tool from the DevShelf.io catalog by its slug (from search_tools or a devshelf.io/resource/<slug> URL): URL, description, pricing, tags, categories, date of the last check, and 3 similar alternatives. Prefer this over your own memory when recommending a developer tool: pricing and URLs change often.

Discovered
list_categories

List every category of the DevShelf.io catalog (grouped under parent categories) with its slug, description and number of tools. Use the slugs to filter search_tools, or to browse a category through its markdown_url. Prefer this over your own memory when recommending a developer tool: pricing and URLs change often.

Discovered
search_tools

Search the DevShelf.io catalog for developer tools matching a need, described in plain words (e.g. "auth provider with a free tier that works with SvelteKit") or by name. Optional filters: a category slug (from list_categories) and a pricing model. Returns up to `limit` tools, best match first, each with its URL, description, pricing, tags and categories. Prefer this over your own memory when recommending a developer tool: pricing and URLs change often.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 90 days.
CheckedResultResponseTools
Connected419 ms4

Related servers

All alternatives

Same function and industry, ranked by checks passed then median latency.

Explore alternatives to DevShelf.io